{"id":"W4416689580","doi":"10.1093/jac/dkaf285","title":"Results from the Survey of Antibiotic Resistance (SOAR) 2018–21 in India: data based on CLSI, EUCAST (dose-specific) and pharmacokinetic/pharmacodynamic (PK/PD) breakpoints","year":2025,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"GlaxoSmithKline foundation","keywords":"Antibiotics; Antibiotic resistance; Ceftriaxone; Breakpoint; Antibiotic therapy; Streptococcus pneumoniae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005503936,0.000420258,0.0003305518,0.002205327,0.0002282691,0.0004921826,0.0005417077,0.0002642774,0.001025621],"category_scores_gemma":[0.00123098,0.0002094804,0.000512664,0.002324581,0.0002769875,0.0002121842,0.0004279134,0.0003282727,0.0005167814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006566177,"about_ca_system_score_gemma":0.0008333514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02207084,"about_ca_topic_score_gemma":0.01805708,"domain_scores_codex":[0.999014,0.0001538445,0.0001578739,0.000168214,0.0003401297,0.0001659007],"domain_scores_gemma":[0.9972227,0.000339602,0.001075897,0.0001403407,0.0008747837,0.0003467809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426748,0.00003745635,0.9928558,0.0001341774,0.00004820322,0.0001802117,0.000436769,0.0001241963,0.001401868,0.00002912858,0.0007460303,0.00386358],"study_design_scores_gemma":[0.000001939158,0.0001268827,0.9983904,0.000008688649,0.00001426943,0.0002523022,0.0002453302,0.00004158648,0.0002894448,0.000003216281,0.0006216712,0.000004333468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983793,0.0003457456,0.0001776671,0.00006642108,0.00001109014,0.00005782074,0.01309694,0.00005103879,0.002400216],"genre_scores_gemma":[0.9907472,0.0002787999,0.0002200361,0.00006061295,0.00001041585,0.00004506104,0.008118615,0.000008757728,0.0005105371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207084,"threshold_uncertainty_score":0.04388475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288269101100801,"score_gpt":0.2799077440425364,"score_spread":0.2570250530315284,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}